incerto.data.OODBenchmark

class incerto.data.OODBenchmark(root='./data')

Bases: object

Base class for OOD detection benchmarks.

Provides in-distribution (ID) and out-of-distribution (OOD) datasets for evaluation.

Parameters:

root (str | Path)

__init__(root='./data')

Parameters:

root (str | Path)

Methods

__init__([root])
get_datasets()	Get ID and OOD datasets.

__init__(root='./data')

Parameters:

root (str | Path)

get_datasets()

Get ID and OOD datasets.

Return type:

Tuple[Dataset, Dataset]

Returns:

Tuple of (id_dataset, ood_dataset)